AppellateGen: leaderboard
Metric: Mean LLM-Judge Score (0-5; verdict, fact, legal application, reasoning). Source: arxiv.org. Saturation forecast: Estimated already saturated. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | QwQ-32B | 2.46 |
| 2 | Gemini 2.5 Flash (Non-reasoning) | 2.43 |
| 3 | Qwen 3 30B A3B 2507 (Thinking) | 2.3 |
| 4 | Qwen 3 30B A3B 2507 Instruct | 2.27 |
| 5 | Qwen 3 235B A22B 2507 Instruct | 2.26 |
| 6 | Gemini 2.5 Flash Lite (Non-reasoning) | 2.1 |
| 7 | DeepSeek R1 0528 Qwen3 8B | 2.09 |
| 8 | Qwen 3 8B (Non-reasoning) | 1.82 |
| 9 | GPT-OSS-120B | 1.79 |
Interactive version: theaggregate.ai/benchmark?slug=appellategen · How It Works · Data refreshed daily, snapshot 2026-09-25.